Lesson 29 of 32

The Gift of Living Memory

Projects, Gems & GPTs

Standing context is a prompt that never sleeps. Instead of re-introducing yourself at the start of every chat, you write four things once - who you are, how you want answers, what to always do, what to never do - into a saved workspace, and every future conversation there begins halfway up the slope instead of at the foot of it.

Reach for it whenWhen you ask for the same kind of thing more than twice a month - the shop's festival messages, the household accounts, a lesson plan, doubts from one course - and you are tired of typing the same three lines of background first.

ChatGPT spreads this gift across four places, and most of the skill is knowing which one a given line belongs in. Custom Instructions are for what is true of you in every chat - your town, your trade, the language and the length you want - so the About me and How to answer headings go there once and never into a prompt again. A Project holds one area of work with its own instructions and its own uploaded files, and those instructions apply only inside it, which is what you want when your shop's rules should not bend your child's homework answers. A GPT is the last step: once a Project's instructions have stopped changing, save them as a named assistant with its own conversation starters and the job becomes a button. Memory is the odd one out - it fills itself from what you happen to say, so it is the part you audit rather than the part you write.

From the book Use Custom Instructions for who you are and how you like answers everywhere, a Project for one area of work, and a GPT for a job you repeat often. Check what Memory has saved from time to time and delete anything outdated or private.
Worth knowingMemory saves things you never decided to save. A one-off instruction - “keep it short today” - can quietly become a standing preference that shapes answers for months, and you will suspect your prompt long before you think to check the list. Open it every few weeks and delete what is stale or private. Two further warnings. Project files sit there until you remove them, so last term's syllabus keeps answering this term's questions. And if you share a GPT you are sharing its instructions and its files with whoever opens it, so never build one around a customer list, a patient register or anything you would not pin to a noticeboard.
  • About me and How to answer belong in Custom Instructions - written once.
  • Give each area its own Project so rules do not bleed across.
  • Promote a settled Project's instructions into a named GPT.
  • Audit saved Memory monthly; delete stale facts and anything private.
  • Never put customer, student or patient records in a shared GPT.
The Daily Re-introduction vs. The Standing Order

Instead of

Write a message for mothers about vaccination.

ChatGPT version

**Part one - Settings, Custom Instructions.** This is true of me in every chat, so it lives here:

> I am an ASHA worker in a village near Nashik. I speak with mothers, pregnant women and elders. Answer in simple spoken Marathi first, then English below it. Short sentences. Under 100 words unless I ask for more. Steps as a numbered list. Ask me one question whenever my request is unclear.

**Part two - a Project called “Village Health Messages”.** Put this in the Project instructions:

### Always
- Follow official government health guidance - National Health Mission, the Maharashtra health department, or my ANM's own instruction - and name which one you followed.
- Close anything medical with: ask at the PHC or your ANM.

### Never
- Never name a medicine or give a dose.
- Never ask me for a patient's name, phone number or record. I will type [name] and you will leave it as [name].

### Files in this Project
Only the monthly health-day calendar, with no names in it.

**Part three - the first real prompt, in a new chat inside that Project:**

Write the WhatsApp reminder for the vaccination day on [date] at the anganwadi. Before the message, give me one line saying which of my Always rules shaped it, so I can tell whether the Project instructions are actually working.
Open ChatGPT 1,286 characters

Then loop it

  1. It put English first, which breaks my Custom Instructions. I have changed that line to “Marathi first, always - English only after a blank line”. Write the reminder again from the new wording, and tell me if it is still loose enough to be ignored.
  2. Good. I have uploaded the monthly health-day calendar to the Project files - no names in it. Draft the next three reminders from the dates in that file, and put [confirm] against any date you could not read cleanly.
  3. Right. Now write these Project instructions up as a GPT called “Health day messages”, with blanks for [month], [date] and [venue], and three conversation starters - the three things I actually type.

Why it worksWritten once under About me, How to answer, Always and Never, the context shapes every future chat, and the Never line protects patients' privacy by design.

The Monthly Restart vs. The Saved Gem

Instead of

Help me with my household budget.

ChatGPT version

I want to build this once as a GPT called **Home Budget Helper**, so give me the finished text to paste into the builder's instruction box.

It must say this, under four headings:

**About me** - I run the house for a family of five in Kozhikode. The monthly budget is about ₹[amount]. I type amounts and nothing else.

**How to answer** - The table first, every time: Category | Planned | Spent | Difference, with the Malayalam and the English name in the same cell. Totals at the foot. Then two lines of comment and nothing more.

**Always** - Show the difference in rupees and as a percentage of the planned figure. Finish with one practical saving idea for a Kerala kitchen or an electricity bill, not general advice.

**Never** - Never ask for bank, card or UPI details or an account number. If I paste anything containing them, tell me to remove it and stop there.

Also write the three conversation starters for the GPT - the three things I will type each month.

Then, before I save it, test it: pretend I typed groceries ₹9,200, electricity ₹1,450, school fees ₹3,000, gas ₹950, other ₹2,100, and show me exactly what this GPT would answer.
Open ChatGPT 1,149 characters

Then loop it

  1. Too long - the comment ran to six lines. I have tightened How to answer to “table first, then exactly two lines of comment, no more”. Show me the test answer again under the new wording.
  2. Better. One change: the Difference column should carry both the rupee figure and the percentage. Give me the corrected instruction text to paste back into the builder.
  3. Saved. Now here is last month's table: [paste]. Which category rose the most, and can you tell from two months whether it is a one-off? Do not touch the GPT - just answer.

Why it worksThe GPT holds her standing instructions, so each month she types only numbers, and the Never line keeps account details out of the conversation entirely.

The Generic Tutor vs. The Course Project

Instead of

Explain this topic from my course.

ChatGPT version

**Custom Instructions first**, because this much is true of me outside this one course as well:

> Second-year computer science student in Toronto; I did my schooling in Nagpur. I learnt to program in Python and I read it far faster than Java. Explain things the way a senior student explains them across a hostel desk, not the way a textbook sets them out.

**Then a Project called “Data Structures”**, with the syllabus, the weekly lecture slides and the lab sheets in its files. Its Project instructions:

- **How to answer** - Open with the idea in three lines, then the full explanation, then one small snippet I can run. Anything long goes into Canvas, so that I can annotate it instead of scrolling back for it.
- **Always** - Begin by naming the uploaded file and the week you are answering from. Mark any sentence that does not come out of my files with “(outside the course)”.
- **Never** - Never produce a submittable answer to anything on the lab sheets. Hints, the structure to reach for and the first step, nothing further. If I push for more, quote this line back at me instead of obeying it.
- **Check on me** - Finish with one question I ought to be able to answer. If I get it wrong, do not hand me the answer; name the part of my own notes to read again.

First question in the Project: hash tables, from the week 4 material.
Open ChatGPT 1,344 characters

Then loop it

  1. You leaned on load factor, which is nowhere in week 4, and you did not mark it. Follow the Always rule and show me exactly where my course material stops.
  2. Good. Ask the check question again, harder - and if I miss it, point me at the slide rather than explaining it to me.
  3. Term ends soon. Draft the same four blocks for next term's Algorithms course, say which files to clear out first, and tell me whether this is settled enough to become a GPT instead.

Why it worksA project with his own notes and four clear headings turns a generic tutor into a course-specific one, and the Never line keeps his learning honest.

Loop it

Loop on your standing instructions just as you loop on a prompt. After writing them, open a new chat and ask a typical question. Read the answer against your four headings: did it use your language, length and format? Did it break a Never? If so, change the instruction itself rather than correcting every chat - make the line more definite. Repeat until three test questions come back right. Then, every month, review what is stored: delete stale facts, finished projects and anything private that should never have been saved.